Cloud-edge mixing: Direct numerical simulation and observations in Indian Monsoon clouds
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Advances in Modeling Earth Systems"
DOI: 10.1002/2016ms000731
Abstract: A direct numerical simulation (DNS) with the decaying turbulence setup has been carried out to study cloud-edge mixing and its impact on the droplet size distribution (DSD) applying thermodynamic conditions observed in monsoon convective clouds… read more here.
Keywords: numerical simulation; cloud; cloud edge; edge mixing ... See more keywords
Security of federated learning for cloud‐edge intelligence collaborative computing
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22992
Abstract: Federated Learning (FL) is one of the key technologies to solve privacy protection for cloud‐edge intelligent collaborative computing, and its security and privacy issues have attracted extensive attention from academia and industry. FL is a… read more here.
Keywords: collaborative computing; federated learning; cloud edge; privacy ... See more keywords
Parametrizing cloud geometry and its application in a subgrid cloud‐edge erosion scheme
Sign Up to like & getrecommendations! Published in 2020 at "Quarterly Journal of the Royal Meteorological Society"
DOI: 10.1002/qj.3758
Abstract: To represent the effects of unresolved cloud processes in numerical weather prediction and climate models, parametrizations of the subgrid properties of clouds are required. In this paper, we describe a method for specifying the “cloud‐edge… read more here.
Keywords: cloud edge; cloud; geometry; erosion scheme ... See more keywords
An optimized human resource management model for cloud-edge computing in the internet of things
Sign Up to like & getrecommendations! Published in 2021 at "Cluster Computing"
DOI: 10.1007/s10586-021-03319-y
Abstract: The use of cloud-edge technology creates significant potential for cost reduction, efficiency and resource management. These features have encouraged users and organizations to use intelligence federated cloud-edge paradigm in Internet of Things (IoT). Human Resource… read more here.
Keywords: cloud edge; edge computing; edge; resource management ... See more keywords
Multi-objective computation offloading for Internet of Vehicles in cloud-edge computing
Sign Up to like & getrecommendations! Published in 2020 at "Wireless Networks"
DOI: 10.1007/s11276-019-02127-y
Abstract: The Internet of Vehicles (IoV) has gained worldwide attentions as it provides the service of collecting real-time traffic information to improve the road safety. The IoV users can offload their computing tasks to the edge… read more here.
Keywords: cloud edge; edge computing; computation offloading; multi objective ... See more keywords
Privacy preservation method for MIQP-based energy management problem: A cloud-edge framework
Sign Up to like & getrecommendations! Published in 2021 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2020.106850
Abstract: Abstract The increasing development of information and communication technologies in power grid makes it possible to optimize the energy management of numerous physical users with cloud-based service, while users’ concerns about privacy security have attracted… read more here.
Keywords: management problem; energy; cloud edge; energy management ... See more keywords
Coastal Stratocumulus cloud edge forecasts
Sign Up to like & getrecommendations! Published in 2018 at "Solar Energy"
DOI: 10.1016/j.solener.2018.02.072
Abstract: Abstract Improved coastal stratocumulus (Sc) cloud forecasts are needed because traditional satellite cloud motion vectors (CMV) do not accurately predict how Sc clouds move or dissipate in time, which often results in an underprediction of… read more here.
Keywords: stratocumulus cloud; edge; cloud; coastal stratocumulus ... See more keywords
Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Production Research"
DOI: 10.1080/00207543.2022.2098075
Abstract: In the context of the Industrial Internet of things (IIoT), large-scale IIoT data is generated, which can be effectively mined to provide valuable information for condition monitoring (CM). However, traditional CM methods cannot meet unprecedented… read more here.
Keywords: condition monitoring; smart manufacturing; cloud edge; edge collaborative ... See more keywords
Computation Offloading and Task Scheduling for DNN-Based Applications in Cloud-Edge Computing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3004509
Abstract: Due to the high demands of deep neural network (DNN) based applications on computational capability, it is hard for them to be directly run on mobile devices with limited resources. Computation offloading technology offers a… read more here.
Keywords: task; based applications; cloud edge; computation offloading ... See more keywords
A High-Efficient Joint ’Cloud-Edge’ Aware Strategy for Task Deployment and Load Balancing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3051672
Abstract: Task deployment has become a research hotspot for load balancing in joint “cloud-edge” datacenter. In view of the problem that most of the hosts are overloaded in the current joint “cloud-edge” datacenter, which may cause… read more here.
Keywords: cloud edge; joint cloud; edge; load balancing ... See more keywords
A Task Offloading Algorithm With Cloud Edge Jointly Load Balance Optimization Based on Deep Reinforcement Learning for Unmanned Surface Vehicles
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3150406
Abstract: Unmanned Surface Vehicles (USVs) generate a large amount of data that needs to be processed in real time when they work, but they are usually limited by computational and battery resources, so they need to… read more here.
Keywords: task offloading; cloud edge; energy; edge ... See more keywords